Do I ship it?

GamesSandboxSandbox + Snow

Specimen · observed

Should I ship a Snow Sandbox?

Sandbox + Snow

Only 17 developers shipped a Snow Sandbox in the last 2 years, too few for firm odds: the middle one made est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.; the top game by est. revenue, Mon Bazou, made about est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 35 more are announced, ×2.7 for every developer who shipped in the last year.

Verdict: poor odds, for a 6 / 10 build.

The middle developer here made $33k, ×53 the market's $630 for a 6 / 10 build, and 3 in 10 made under $2.9k; 1 in 20 cleared $9.5M, ×15217 the market median. Revenue is down 95% on the market; 35 games are announced against 13 developers who shipped in the last year.

Deciding numbers: median 52.8 times the market baseline, revenue down 95% on the market, 35 announced, ×2.7 per developer who shipped in the last year.
Nobody has said they are building this yet.
Sandbox + Snow
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 17
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $4.1k → $135k → $54k → $352k (still earning)
The last cohort is still earning.
Outcomes for Sandbox + Snow: Plate 1 · outcomes, 2 yr, n = 17
Bottom 30% $2.9k (exactly $2,878)
Median $33k (exactly $33,156)
Top 25% $352k (exactly $352,086)
Top 5% $9.6M (exactly $9,556,583)
Developers, 2 yr 17
Released games 46
Announced 35
Effort 6 / 10
AI-buildability Medium
Typical price $9.99

momentum: how a niche's revenue percentiles and developer count moved between two equal, adjacent periods, divided by the market's own move. See method., 12 months: revenue down 95% on the market, supply 225% more developers than the period before.

Free games: 11%, excluded from money figures.

See every window in the explorer →

Plate 2 · systems and tooling

Can AI deliver it?

AI-buildability for this niche is medium: the lowest rating among its tags.

Sandbox
effort 6 / 10 · medium · effort 6 sits in the medium band
Snow
effort 4 / 10 · medium · effort 4 sits in the medium band

How the rubric works →

Plate 3 · the cost side

What it takes

Effort
6 / 10 · full 3D single-player, physics sims, content-heavy RPG
Systems
Sandbox; 6 in 10 of the top 25% also carry Exploration, Physics, Adventure
Price point
$9.99 typical · top 25% priced $15.99 or above
Art
4 in 10 of the top 25% ship with 3D, First-Person, Colorful
Plate 4 · demand

Why players buy here

The top 25% priced at $15.99 or above; the middle game at $9.99.

The top 10 games average 95% positive over 30,624 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $2.9k, median $33k, 1 in 4 over $350k, 1 in 20 over $9.5M.

3 in 10 developers made under $2.9k. 35 games are announced against 13 developers who shipped in the last year, ×2.7 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Sandbox with a different setting or mood, ranked by verdict then median.

  1. + FightingStrong odds11 devs · median $76k · 8 announced
  2. + Turn-BasedFair20 devs · median $224k · 19 announced
  3. + World War IIFair14 devs · median $146k · 13 announced
  4. + MinigamesFair9 devs · median $17k · 12 announced
  5. + ProgrammingFair60 devs · median $7.0k · 71 announced
  6. + CatsFair63 devs · median $4.8k · 74 announced
  7. + SportsFair83 devs · median $4.2k · 103 announced
  8. + GamblingFair25 devs · median $2.5k · 31 announced
  9. + Auto BattlerFair45 devs · median $1.9k · 42 announced
  10. + Combat RacingFair21 devs · median $1.8k · 26 announced
  11. + Trading Card GameFair17 devs · median $1.8k · 17 announced
  12. + IdlerFair258 devs · median $1.2k · 306 announced

All 233 pairs on the Sandbox page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
SnowRunner older $29.99 46,343 90% 1.4M $42M (exactly $41,694,797) Saber Interactive
Steep™ older $29.99 30,589 82% 918k $28M (exactly $27,520,923) Ubisoft Annecy, Ubisoft Montpellier, Ub… (Ubisoft Annecy, Ubisoft Montpellier, Ubisoft Kiev)
Mon Bazou $15.99 19,922 97% 598k $9.6M (exactly $9,556,583) Santa Goat
Sledders $29.99 4,372 95% 131k $3.9M (exactly $3,933,488) Hanki Games
Winter Resort Simulator 2 older $24.99 1,336 84% 40k $1.0M (exactly $1,001,599) Simuverse Interactive
Sledding Game · EA $7.99 2,915 96% 87k $699k (exactly $698,726) The Sledding Corporation
Arctico older $9.99 2,207 70% 66k $661k (exactly $661,438) Claudio Norori, Antonio Vargas
PANELKI older $7.99 2,404 86% 72k $576k (exactly $576,239) Alexander Gromyko
OxyRail · EA $14.99 949 80% 28k $427k (exactly $426,765) OxygenTech Limited
Meltopia $6.99 1,679 85% 50k $352k (exactly $352,086) Garden of Dreams
Snow Plowing Simulator $15.99 281 64% 8.4k $135k (exactly $134,796) FreeMind S.A.
Frost Survival VR $14.99 161 89% 4.8k $72k (exactly $72,402) Wenkly Studio Sp. z o.o.
ANGST: A TALE OF SURVIVAL $7.99 227 86% 6.8k $54k (exactly $54,412) Cherrypick Games
Arctic Shift: Fuel Station $13.99 79 49% 2.4k $33k (exactly $33,156) Wildbyte
Animal Simulator $8.99 39 30% 1.2k $11k (exactly $10,518) Imperian Online - Core

Estimates: copies = reviews × 30, gross = copies × list price.